Logging and Monitoring in Google Cloud from edX

What's inside

Learning objectives

Explain the purpose and capabilities of google cloud observability.
Implement monitoring for multiple cloud projects.
Create effective monitoring dashboards and alerts.

Create alerting policies, uptime checks and alerts.
Explain how to collect logs using cloud logging and export for further analysis.

Explain the purpose and capabilities of google cloud observability.
Implement monitoring for multiple cloud projects.
Create effective monitoring dashboards and alerts.
Create alerting policies, uptime checks and alerts.
Explain how to collect logs using cloud logging and export for further analysis.

Syllabus

0. Introduction

Welcome to Logging and Monitoring in Google Cloud! We will cover the pre-requisites, audience and the course objectives.

1. Introduction to Google Cloud Observability

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Read about what's good

what should give you pause

and possible dealbreakers

Offers hands-on labs and real-world case studies, providing practical experience in full-stack monitoring and real-time log management, which are essential for cloud professionals

Presented by Google Cloud, which is recognized for its innovative cloud solutions and comprehensive suite of services, offering learners insights directly from a leading industry expert

Covers debugging code in production, tracing application performance bottlenecks, and profiling CPU and memory usage, which are critical skills for maintaining application health and performance

Explores how to collect logs using Cloud Logging and export them for further analysis, which is a core skill for compliance, auditing, and security investigations

Examines Cloud Audit logs to answer the question of “Who, did what, and when?”, which is crucial for security and compliance in cloud environments

Requires learners to implement monitoring for multiple cloud projects, create effective monitoring dashboards, and develop alerting strategies, which may require access to a Google Cloud environment

Reviews summary

Gcp logging and monitoring essentials

According to learners, this course on Google Cloud Logging and Monitoring provides practical, job-relevant skills essential for cloud professionals. Many found the hands-on labs to be a major strength, directly applying concepts learned. The course structure and clear explanations of complex topics were also frequently praised, making the material accessible. However, some reviewers noted encountering issues with the lab environments or found parts of the content slightly outdated due to platform changes, which could be a warning for prospective students. Overall, it's considered a valuable resource for enhancing skills in this critical area, particularly for those with some prior GCP exposure.

May require prior GCP/cloud knowledge.

"The pace was good for me as I had some prior GCP experience."

"Felt a bit fast at times, might be tough without prior cloud knowledge."

"Assumes a baseline understanding of GCP services beyond the very basics."

Concepts are explained clearly.

"The instructor explained complex monitoring concepts clearly."

"Found the explanations easy to follow even on difficult topics."

"Really appreciate the clarity in presenting the different GCP tools."

Labs are highly practical and reinforce learning.

"The hands-on labs were the most useful part of the course, really helped solidify understanding."

"Loved the practical exercises, directly applicable to my work."

"Labs are well-designed and cover key monitoring tasks effectively."

Directly applicable to professional roles.

"This course taught me exactly what I needed for my DevOps role."

"Great overview of GCP logging/monitoring tools relevant to real-world tasks."

"Helped me implement better monitoring practices at work immediately."

Some users experienced lab issues.

"Encountered some issues with the lab environment setup."

"Labs occasionally had technical glitches or didn't load correctly."

"Had trouble with one specific lab exercise, seemed bugged."

Parts of the course seem outdated.

"Some screenshots and UI elements in the videos are outdated."

"Content is mostly solid but could benefit from updates reflecting recent GCP changes."

"Wish it was more current with the very latest features."

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Logging and Monitoring in Google Cloud with these activities:

Review Cloud Computing Fundamentals

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Solidify your understanding of cloud computing fundamentals to better grasp the concepts of logging and monitoring in Google Cloud.

Browse courses on Cloud Computing Concepts

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Review the different cloud service models (IaaS, PaaS, SaaS).
Understand the core concepts of virtualization and containerization.
Familiarize yourself with common cloud deployment models (public, private, hybrid).

Read 'Effective Monitoring and Alerting'

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Gain a deeper understanding of monitoring and alerting best practices to enhance your ability to implement effective solutions in Google Cloud.

View Melania on Amazon

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Read the book, focusing on chapters related to alerting strategies and dashboard creation.
Take notes on key concepts and best practices.
Relate the concepts to the Google Cloud Observability tools covered in the course.

Simulate Alerting Scenarios

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Reinforce your understanding of alerting policies by simulating different scenarios and configuring alerts in a test environment.

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Set up a test Google Cloud project.
Deploy a sample application with simulated performance issues.
Create alerting policies to detect these issues.
Test the alerts by triggering the simulated issues.

Four other activities

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Create a Monitoring Dashboard Design Document

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Solidify your understanding of monitoring dashboard design by creating a document outlining the key metrics and visualizations for a specific application.

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Choose a sample application or service.
Identify the key metrics to monitor for that application.
Design a dashboard layout with appropriate visualizations.
Document the rationale behind your design choices.

Read 'Site Reliability Engineering'

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Expand your knowledge of site reliability engineering principles to improve your approach to logging and monitoring in Google Cloud.

View Site Reliability Engineering: How Google Runs... on Amazon

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Read the book, focusing on chapters related to monitoring and alerting.
Identify key SRE principles that can be applied to Google Cloud environments.
Consider how these principles can inform your logging and monitoring strategies.

Build a Centralized Logging Solution

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Apply your knowledge by building a centralized logging solution for multiple Google Cloud projects, including log exporting and analysis.

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Configure log sinks to export logs from multiple projects to a central location.
Set up BigQuery to store and analyze the exported logs.
Create SQL queries to extract insights from the logs.
Visualize the log data using a dashboard.

Contribute to an Open Source Monitoring Tool

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Deepen your understanding of monitoring by contributing to an open-source monitoring tool, such as Prometheus or Grafana.

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Identify an open-source monitoring tool that interests you.
Explore the project's codebase and documentation.
Identify a bug or feature that you can contribute to.
Submit a pull request with your changes.

Career center

Learners who complete Logging and Monitoring in Google Cloud will develop knowledge and skills that may be useful to these careers:

Site Reliability Engineer

A Site Reliability Engineer focuses on ensuring that systems are reliable and scalable. As an engineer, you will spend your time improving the monitoring and alerting capabilities of the organization's services. The course, Logging and Monitoring in Google Cloud, helps you understand Google Cloud Observability, implement monitoring for cloud projects, and create effective monitoring dashboards and alerts. The course also helps you create alerting policies and utilize uptime checks. Modules on advanced logging and analysis, plus working with audit logs, may be additionally relevant to a Site Reliability Engineer.

See salaries and explore the career path for Site Reliability Engineer

DevOps Engineer

DevOps Engineers automate and streamline the software development lifecycle. A key aspect of the role is monitoring and optimizing the performance of applications and infrastructure, and this course directly addresses these needs. Logging and Monitoring in Google Cloud helps you understand Google Cloud Observability, implement monitoring, create effective dashboards, and develop alerting strategies. You will also learn advanced logging and analysis, and how to use Cloud Audit logs. These areas of focus may prove relevant to a DevOps Engineer looking to enhance their skills with Google Cloud.

See salaries and explore the career path for DevOps Engineer

Cloud Architect

Cloud Architects design and implement cloud computing strategies for organizations. The course, Logging and Monitoring in Google Cloud, is beneficial for those in cloud architecture roles. You are introduced to Google Cloud Observability and learn how to implement monitoring for multiple cloud projects. You can create effective monitoring dashboards and alerts. You will also learn how to collect logs using Cloud Logging for further analysis. Modules on monitoring critical systems and building custom dashboards may be additionally beneficial as you build and manage cloud architectures for your organization.

See salaries and explore the career path for Cloud Architect

Systems Administrator

Systems Administrators manage and maintain computer systems and networks, and need to track and respond to system performance issues. Logging and Monitoring in Google Cloud can help a Systems Administrator monitor critical systems, create custom dashboards, define alerting policies, and conduct advanced logging and analysis. You can use the skills learned in this course to ensure the stability and efficiency of Google Cloud environments. The modules on critical systems, uptime checks, and working with audit logs may be particularly helpful.

See salaries and explore the career path for Systems Administrator

Cloud Security Engineer

A Cloud Security Engineer focuses on securing cloud environments. The course, Logging and Monitoring in Google Cloud, includes modules on working with audit logs, which is especially important to understanding the 'who, did what, and when' of cloud activity. You will learn how to monitor critical systems and analyze logs for potential security threats. You will also learn how to define alerting policies to quickly respond to security incidents. This course may help you improve the security posture of your organization's cloud infrastructure.

See salaries and explore the career path for Cloud Security Engineer

Data Analyst

Data Analysts examine data to draw conclusions about that information. Logging and Monitoring in Google Cloud includes advanced logging and analysis, as well as exporting logs to BigQuery for long term storage and SQL based analysis. You will learn how to work with logs for identifying trends, troubleshooting issues, and deriving insights from application behavior. The course may help you enhance your ability to extract value from log data within the Google Cloud environment.

See salaries and explore the career path for Data Analyst

Database Administrator

Database Administrators are responsible for the performance, integrity, and security of databases. Logging and Monitoring in Google Cloud may help a Database Administrator monitor database performance, troubleshoot issues, and analyze logs for potential security threats. You will learn how to create effective monitoring dashboards and alerts, as well as export logs to BigQuery for long term storage and SQL based analysis. These skills may help ensure the smooth operation of databases within the Google Cloud environment.

See salaries and explore the career path for Database Administrator

Application Developer

Application Developers design, develop, and test applications, and must monitor application performance and troubleshoot issues. Logging and Monitoring in Google Cloud may help an Application Developer debug code in production, trace application performance bottlenecks, and profile CPU and memory usage. You will learn how to create effective monitoring dashboards and alerts, as well as analyze logs for errors and performance issues. These skills may help you improve application reliability and performance.

See salaries and explore the career path for Application Developer

Network Engineer

Network Engineers are responsible for designing, implementing, and managing computer networks. Logging and Monitoring in Google Cloud may help a Network Engineer monitor network performance, troubleshoot connectivity issues, and analyze network traffic patterns. You will learn how to create effective monitoring dashboards and alerts, as well as use uptime checks to track network liveliness and latency. These skills may help you maintain a healthy and efficient network infrastructure.

See salaries and explore the career path for Network Engineer

Technical Support Engineer

Technical Support Engineers provide technical assistance to customers, diagnosing and resolving technical issues. Logging and Monitoring in Google Cloud may help a Support Engineer understand how to use logging and monitoring tools to troubleshoot customer problems. You will gain skills in creating effective monitoring dashboards and alerts, and in analyzing logs to identify root causes. This course may provide skills to quickly diagnose and resolve technical issues in a Google Cloud environment.

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Release Manager

Release Managers oversee the release of software updates. Logging and Monitoring in Google Cloud may help a Release Manager monitor the impact of new releases on system performance and stability. You can learn how to create effective monitoring dashboards and alerts, as well as analyze logs for errors and performance issues related to releases. This course may help you manage the release process and minimize disruptions.

See salaries and explore the career path for Release Manager

IT Manager

An IT Manager oversees an organization's technology infrastructure, and the course, Logging and Monitoring in Google Cloud, may help you improve the IT infrastructure. You can learn how to implement monitoring for multiple cloud projects and create effective monitoring dashboards and alerts. This course may help improve awareness of how to collect logs using Cloud Logging and export for further analysis.

See salaries and explore the career path for IT Manager

Data Engineer

Data Engineers build and maintain the infrastructure for data processing and analysis. Logging and Monitoring in Google Cloud may help a Data Engineer understand how to collect and process logs for analysis, as well as how to export logs to BigQuery for long-term storage. You will learn how to create monitoring metrics based on log entries. This course may help you build efficient and reliable data pipelines within the Google Cloud environment.

See salaries and explore the career path for Data Engineer

Product Manager

Product Managers are responsible for the strategy, roadmap, and feature definition of a product. Logging and Monitoring in Google Cloud may help a Product Manager understand how users are interacting with their product, identify areas for improvement, and measure the impact of new features. You will learn how to create effective monitoring dashboards and alerts. This course may help you make data-driven decisions about product development.

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Technical Writer

Technical Writers create documentation for software and hardware products, and the course, Logging and Monitoring in Google Cloud, may give you a better understanding of the product. You may, in particular, gain a deeper understanding of Google Cloud Observability and learn how to implement monitoring for multiple cloud projects. The course may help technical writers to produce more accurate and thorough documentation.

See salaries and explore the career path for Technical Writer

Reading list

We've selected two books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Logging and Monitoring in Google Cloud.

Site Reliability Engineering

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This book, written by Google SREs, provides a deep dive into the principles and practices of site reliability engineering. It covers topics such as monitoring, alerting, incident response, and capacity planning. While not specific to Google Cloud, the book's general principles are highly applicable and provide a valuable framework for understanding how to build and operate reliable systems in the cloud. It adds breadth to the course by providing a broader context for logging and monitoring.

Site Reliability Engineering: How Google Runs...

Paperback

Site Reliability Engineering: How Google Runs...

Kindle Edition

Logging and Monitoring in Google Cloud

What's inside

Learning objectives

Syllabus

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Reviews summary

Gcp logging and monitoring essentials

Activities

Career center

Reading list

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